AI × CryptoNeutralarXiv – CS AI · May 97/10
🤖
Mapping Human Anti-collusion Mechanisms to Multi-agent AI Systems
Researchers propose adapting centuries-old human anti-collusion mechanisms to multi-agent AI systems, which increasingly demonstrate coordinated behavior similar to market cartels. The paper develops a taxonomy of five human strategies—sanctions, leniency, monitoring, market design, and governance—and maps them to AI interventions, while identifying critical implementation challenges like agent attribution and identity fluidity.